Hello! That's strange, you should be able to play with keyboard (tested by multiple people). Did you have any USB devices plugged in? Maybe the game registered it as a controller. If you have a controller laying around: Start the game, plug in the controller and unplug it again.
Thank you for downloading and please let me know if you got it to work!